Sentinel: A robust intrusion detection system for IoT networks using kernel-level system information

A Cosson, AK Sikder, L Babun, ZB Celik… - Proceedings of the …, 2021 - dl.acm.org
The concept of Internet of Things (IoT) has changed the way we live by integrating
commodity devices with cyberspace to automate our everyday tasks. Nowadays, IoT devices …

MidSiot: A multistage intrusion detection system for internet of things

N Dat-Thinh, H Xuan-Ninh… - … and Mobile Computing, 2022 - Wiley Online Library
Internet of Things (IoT) has been thriving in recent years, playing an important role in a
multitude of various domains, including industry 4.0, smart transportation, home automation …

IoT-Sentry: A cross-layer-based intrusion detection system in standardized Internet of Things

M Malik, M Dutta, J Granjal - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
With the widespread expansion of internet connected devices, securing the Internet of
Things (IoT) has become one of the biggest challenges and a crucial issue for ensuring a …

A lightweight supervised intrusion detection mechanism for IoT networks

S Roy, J Li, BJ Choi, Y Bai - Future Generation Computer Systems, 2022 - Elsevier
Abstract As the Internet of Things (IoT) is becoming increasingly popular, we have
experienced more security breaches that are associated with the connection of vulnerable …

Security framework for iot devices against cyber-attacks

A Tabassum, W Lebda - arXiv preprint arXiv:1912.01712, 2019 - arxiv.org
Internet of Things (IoT) is the interconnection of heterogeneous smart devices through the
Internet with diverse application areas. The huge number of smart devices and the …

Security as a service: real-time intrusion detection in internet of things

S Chawla, G Thamilarasu - Proceedings of the Fifth Cybersecurity …, 2018 - dl.acm.org
With the increase in number of Internet connected devices, security and privacy concerns
are the major obstacles impeding the widespread adoption of Internet of Things (IoT) …

A comprehensive review of machine learning-based intrusion detection techniques for IoT networks

G Samara, M Aljaidi, R Alazaidah, MH Qasem… - … Intelligence, Internet of …, 2023 - Springer
The vast expansion of the Internet of Things (IoT) exposes it to the threat of massive financial
and reputational harm. The imperative to develop an emergency action plan and …

A supervised intrusion detection system for smart home IoT devices

E Anthi, L Williams, M Słowińska… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
The proliferation in Internet of Things (IoT) devices, which routinely collect sensitive
information, is demonstrated by their prominence in our daily lives. Although such devices …

Review of recent intrusion detection systems and intrusion prevention systems in IoT networks

Z Chiba, N Abghour, K Moussaid… - 2022 International …, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT) paradigm has gained exponential growth and popularity in
recent years. It is a precipitously shifting technology, in which interconnected computing …

Iotprotect: A machine-learning based iot intrusion detection system

MM Alani - 2022 6th International Conference on Cryptography …, 2022 - ieeexplore.ieee.org
The rapid growth in IoT adoption in various daily-life applications, combined with the lack of
proper patching and securing, has made IoT an easy target for malicious actors. As we …